Triple

T12100818

Position	Surface form	Disambiguated ID	Type / Status
Subject	Koko	`E288184`	entity
Predicate	locatedInAdministrativeDivision	`P40`	FINISHED
Object	Warri North Local Government Area Warri North Local Government Area is an administrative region in Delta State, Nigeria, known for its riverine communities, oil and gas activities, and the town of Koko as a key local center.	`E966685`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Warri North Local Government Area | Statement: [Koko, locatedInAdministrativeDivision, Warri North Local Government Area]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Warri North Local Government Area
Context triple: [Koko, locatedInAdministrativeDivision, Warri North Local Government Area]

A. Warri South-West Local Government Area
Warri South-West Local Government Area is an oil-rich, riverine administrative region in Delta State, Nigeria, known for its diverse ethnic communities and strategic location in the Niger Delta.
B. Kukawa Local Government Area
Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
C. Akure South Local Government Area
Akure South Local Government Area is an administrative district in Ondo State, Nigeria, that encompasses and manages the city of Akure and its surrounding communities.
D. Ughelli North Local Government Area
Ughelli North Local Government Area is an administrative district in Delta State, Nigeria, that encompasses the town of Ughelli and its surrounding communities.
E. Ikwerre Local Government Area
Ikwerre Local Government Area is an administrative region in Rivers State, Nigeria, inhabited predominantly by the Ikwerre people and known for its role in the state's political and economic activities.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Warri North Local Government Area
Triple: [Koko, locatedInAdministrativeDivision, Warri North Local Government Area]

Generated description

Warri North Local Government Area is an administrative region in Delta State, Nigeria, known for its riverine communities, oil and gas activities, and the town of Koko as a key local center.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Warri North Local Government Area
Target entity description: Warri North Local Government Area is an administrative region in Delta State, Nigeria, known for its riverine communities, oil and gas activities, and the town of Koko as a key local center.

A. Warri South-West Local Government Area
Warri South-West Local Government Area is an oil-rich, riverine administrative region in Delta State, Nigeria, known for its diverse ethnic communities and strategic location in the Niger Delta.
B. Kukawa Local Government Area
Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
C. Akure South Local Government Area
Akure South Local Government Area is an administrative district in Ondo State, Nigeria, that encompasses and manages the city of Akure and its surrounding communities.
D. Ughelli North Local Government Area
Ughelli North Local Government Area is an administrative district in Delta State, Nigeria, that encompasses the town of Ughelli and its surrounding communities.
E. Ikwerre Local Government Area
Ikwerre Local Government Area is an administrative region in Rivers State, Nigeria, inhabited predominantly by the Ikwerre people and known for its role in the state's political and economic activities.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69d6ab4a5c448190a110d1273314b21a`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d9155576b48190849f0c3e079a935f`	completed	April 10, 2026, 3:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f5f674eab481909859b5403741eddd`	completed	May 2, 2026, 1:04 p.m.
NEDg	Description generation	`batch_69f6017f89d88190b766af7828794d87`	completed	May 2, 2026, 1:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69f6023470248190ae9a96d140b28ac1`	completed	May 2, 2026, 1:55 p.m.

Created at: April 8, 2026, 9:48 p.m.